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This paper takes the combustion system of circulating fluidized bed boiler as the research object. According to the characteristics of nonlinear, time-varying, large delay and multivariable strong coupling, we put forward decoupling control strategy based on multi modal human-simulated intelligent control strategy. According to the logic signal of intelligent logic selection circuit, it selected the corresponding human-simulated intelligent fuzzy control, so as to realize the dynamic decoupling between the main steam pressure and bed temperature. The simulation results showed that the method basically eliminated the coupling between the main steam pressure and bed temperature, the response curve transition smooth, quick response and receive the good control effect. The algorithm attempted to provide a new way to solve strong coupling problems of parameters in the circulating fluidized bed boiler combustion control.